{"id":"https://openalex.org/W2735663899","doi":"https://doi.org/10.1109/access.2017.2725301","title":"State of Charge Estimation of Battery Energy Storage Systems Based on Adaptive Unscented Kalman Filter With a Noise Statistics Estimator","display_name":"State of Charge Estimation of Battery Energy Storage Systems Based on Adaptive Unscented Kalman Filter With a Noise Statistics Estimator","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2735663899","doi":"https://doi.org/10.1109/access.2017.2725301","mag":"2735663899"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2725301","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2725301","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2725301","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101415744","display_name":"Simin Peng","orcid":"https://orcid.org/0000-0001-8421-2139"},"institutions":[{"id":"https://openalex.org/I4210156197","display_name":"Life Cycle Engineering (United States)","ror":"https://ror.org/056hm0802","country_code":"US","type":"company","lineage":["https://openalex.org/I4210156197"]},{"id":"https://openalex.org/I4210157719","display_name":"Yancheng Institute of Technology","ror":"https://ror.org/04y8njc86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210157719"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Simin Peng","raw_affiliation_strings":["Center for Advanced Life Cycle Engineering, University of Maryland at College Park, College Park, MD, USA","School of Electrical Engineering, Yancheng Institute of Technology, Yancheng, China"],"raw_orcid":"https://orcid.org/0000-0001-8421-2139","affiliations":[{"raw_affiliation_string":"Center for Advanced Life Cycle Engineering, University of Maryland at College Park, College Park, MD, USA","institution_ids":["https://openalex.org/I4210156197","https://openalex.org/I66946132"]},{"raw_affiliation_string":"School of Electrical Engineering, Yancheng Institute of Technology, Yancheng, China","institution_ids":["https://openalex.org/I4210157719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348780","display_name":"Chong Chen","orcid":"https://orcid.org/0000-0002-2229-7656"},"institutions":[{"id":"https://openalex.org/I4210157719","display_name":"Yancheng Institute of Technology","ror":"https://ror.org/04y8njc86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210157719"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Chen","raw_affiliation_strings":["School of Electrical Engineering, Yancheng Institute of Technology, Yancheng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Yancheng Institute of Technology, Yancheng, China","institution_ids":["https://openalex.org/I4210157719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090408463","display_name":"Hongbing Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongbing Shi","raw_affiliation_strings":["State Grid Yancheng Power Supply Company, Yancheng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Yancheng Power Supply Company, Yancheng, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083612509","display_name":"Zhilei Yao","orcid":"https://orcid.org/0000-0003-3991-4929"},"institutions":[{"id":"https://openalex.org/I4210157719","display_name":"Yancheng Institute of Technology","ror":"https://ror.org/04y8njc86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210157719"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhilei Yao","raw_affiliation_strings":["School of Electrical Engineering, Yancheng Institute of Technology, Yancheng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Yancheng Institute of Technology, Yancheng, China","institution_ids":["https://openalex.org/I4210157719"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":10.211,"has_fulltext":false,"cited_by_count":180,"citation_normalized_percentile":{"value":0.98436321,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"5","issue":null,"first_page":"13202","last_page":"13212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7989360094070435},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6971598863601685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6693246960639954},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.6509931087493896},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6307575106620789},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5114976167678833},{"id":"https://openalex.org/keywords/invariant-extended-kalman-filter","display_name":"Invariant extended Kalman filter","score":0.4688742160797119},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.46518462896347046},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.4318038821220398},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40925490856170654},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3397700786590576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22073346376419067},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.21402859687805176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20638856291770935},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.18570712208747864},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.06253558397293091}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7989360094070435},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6971598863601685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6693246960639954},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.6509931087493896},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6307575106620789},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5114976167678833},{"id":"https://openalex.org/C8639503","wikidata":"https://www.wikidata.org/wiki/Q6059511","display_name":"Invariant extended Kalman filter","level":4,"score":0.4688742160797119},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.46518462896347046},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.4318038821220398},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40925490856170654},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3397700786590576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22073346376419067},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.21402859687805176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20638856291770935},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.18570712208747864},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.06253558397293091},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2725301","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2725301","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4dcb7e769b9c450a95dfe574bc09519e","is_oa":true,"landing_page_url":"https://doaj.org/article/4dcb7e769b9c450a95dfe574bc09519e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 13202-13212 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2725301","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2725301","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5259800583","display_name":null,"funder_award_id":"BK20150430","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G562790130","display_name":null,"funder_award_id":"51507150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W291434629","https://openalex.org/W794239199","https://openalex.org/W1972928918","https://openalex.org/W1979724449","https://openalex.org/W2006829425","https://openalex.org/W2007812618","https://openalex.org/W2015054324","https://openalex.org/W2047174621","https://openalex.org/W2050480643","https://openalex.org/W2057977099","https://openalex.org/W2058795621","https://openalex.org/W2103480424","https://openalex.org/W2113757908","https://openalex.org/W2124077081","https://openalex.org/W2133496267","https://openalex.org/W2215994231","https://openalex.org/W2322025623","https://openalex.org/W2360045272","https://openalex.org/W2386276227","https://openalex.org/W2511921906","https://openalex.org/W2514892265","https://openalex.org/W2519099645","https://openalex.org/W2553261477","https://openalex.org/W2559769392","https://openalex.org/W2564811805","https://openalex.org/W2573044609","https://openalex.org/W2589111654","https://openalex.org/W2593788042","https://openalex.org/W2605858935","https://openalex.org/W3147922602","https://openalex.org/W6622745955"],"related_works":["https://openalex.org/W2547988666","https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W1993122764","https://openalex.org/W1035502194","https://openalex.org/W2140212917","https://openalex.org/W3187858031","https://openalex.org/W2006965721","https://openalex.org/W1995049232","https://openalex.org/W2134639127"],"abstract_inverted_index":{"Since":[0],"the":[1,19,75,85,98,101,114,120,123,135,145],"noise":[2,58,70,103,146],"statistics":[3,59,71,104,147],"of":[4,22,24,27,67,90,113,148],"large-scale":[5],"battery":[6],"energy":[7],"storage":[8],"systems":[9],"(BESSs)":[10],"are":[11,105,150],"often":[12],"unknown":[13,106,151],"or":[14,34,42,107,152],"inaccurate":[15,41],"in":[16],"actual":[17],"applications,":[18],"estimation":[20,142],"precision":[21],"state":[23],"charge":[25],"(SOC)":[26],"BESSs":[28,149],"using":[29],"extended":[30],"Kalman":[31,36],"filter":[32,37],"(EKF)":[33],"unscented":[35],"(UKF)":[38],"is":[39,61,80,117],"usually":[40],"even":[43],"divergent.":[44],"To":[45],"resolve":[46],"this":[47],"problem,":[48],"a":[49,57],"method":[50,116,137],"based":[51,73],"on":[52,74],"adaptive":[53],"UKF":[54,124],"(AUKF)":[55],"with":[56,122],"estimator":[60,72],"proposed":[62,115,136],"to":[63,82],"estimate":[64,83],"accurately":[65],"SOC":[66,141],"BESSs.":[68],"The":[69,109,131],"modified":[76],"Sage-Husa":[77],"maximum":[78],"posterior":[79],"aimed":[81],"adaptively":[84],"mean":[86],"and":[87,92,111,125],"error":[88],"covariance":[89],"measurement":[91],"system":[93],"process":[94],"noises":[95],"online":[96],"for":[97],"AUKF":[99],"when":[100,144],"prior":[102],"inaccurate.":[108,153],"accuracy":[110,143],"adaptation":[112],"validated":[118],"by":[119],"comparison":[121,132],"EKF":[126],"under":[127],"different":[128],"real-time":[129],"conditions.":[130],"shows":[133],"that":[134],"can":[138],"achieve":[139],"better":[140]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
